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\begin{document}

\name{Weinan Zhang \vspace*{.1in}}

\begin{resume}
\section{\sc Contact Information}
\vspace{.05in}
\begin{tabular}{@{}p{2in}p{4in}}
Shanghai Jiao Tong University   & \textsf{Mobile:}  (86) 1590038597 \\
No. 800 Dongchuan Road            & \textsf{E-mail:}  zwn1989@gmail.com\\
Shanghai, 200240 P.R China      & \textsf{WWW:} \url{http://apex.sjtu.edu.cn/apex_wiki/wnzhang} \\
\end{tabular}


\section{\sc Research Interests}
Machine Learning and its applications in Recommender Systems, Internet Advertising, and Web Mining.

\section{\sc Education}
{\bf Shanghai Jiao Tong University}, Shanghai P.R. China\\
\vspace*{-.1in}
\begin{list2}
\item M.S. Candidate, Computer Science and Technology, September 2011 (expected
  graduation date: March 2014)
\vspace*{.05in}
\item B.S., Computer Science and Technology, June 2011
\end{list2}


\section{\sc Honors and Awards}
IBM Scholarship, 2011.

\vspace*{-2.5mm} Intel Scholarship, 2011.

\vspace*{-2.5mm} Third place in KDD-Cup 2011: Yahoo! Music Recommendation (Track 1), 2011.

\vspace*{-2.5mm} Excellent Graduation Thesis, Shanghai Jiao Tong University, 2011.

\vspace*{-2.5mm} Outstanding Graduate Student, Shanghai Jiao Tong University, 2011.

\vspace*{-2.5mm} Excellent Assessment of Internship in Microsoft Research Asia, 2011.

\vspace*{-2.5mm} Class B Scholarship, Shanghai Jiao Tong University, 2008, 2009, and 2010.

\vspace*{-2.5mm} Computer World Scholarship, 2009.

\vspace*{-2.5mm} Top Group Award in IBM College Programing Contest, 2009.

\section{\sc Research Internship}
{\bf Digital Enterprise Research Institute}, Galway, Ireland

\vspace{-.3cm}
\textsf{Research Intern} \hfill {\bf Jun. 2011 - Aug. 2011}\\
My research topic at DERI included recommender systems leveraged by linked open data, and personalized paper recommendation system. Supervised by Alexandre Passant.

{\bf Microsoft Research Asia}, Beijing, P.R. China

\vspace{-.3cm}
\textsf{Research Intern} \hfill {\bf Jul. 2010 - Jan. 2011}\\
My research topic at MSRA concentrated on advertiser-oriented services in sponsored search, including bid keywords recommendation, bid price optimization, and campaign budget allocation. Supervised by Bin Gao and Tie-Yan Liu.

{\bf APEX Data \& Knowledge Management Lab}, Shanghai, P.R. China

\vspace{-.3cm}
\textsf{Research Assistant} \hfill {\bf Jul. 2009 - present}\\
Currently I am a first-year master student of Apex Data \& Knowledge Management Lab, Department of Computer Science \& Engineering, Shanghai Jiao Tong University. My advisor is Professor Yong Yu. I initiated my research with Professor Gui-Rong Xue in 2009.

\section{\sc Research Experience}
{\bf Collaborative Filtering}

\vspace{-.3cm}
Currently I am the leader of Recommendation Group in ApexLab. My research topic concentrates on informative recommender systems. \begin{list2}
\item Yahoo! Music Recommendation Challenge, \textsf{KDD-Cup 2011} \hfill {\bf Mar. 2011 - Jul. 2011}
\subitem - Third place of track 1; Best single-model performance
\subitem - Paper published on \textsf{KDD-Cup Workshop, SigKDD 2011}
\item Context-aware Movie Recommendation Challenge, \textsf{CAMRa 2011} \hfill {\bf Jul. 2011 - Sep. 2011}
\subitem - Paper published on \textsf{CAMRa Workshop, RecSys 2011}
\end{list2}


{\bf Context Advertising with Semantic Knowledge Base}

\vspace{-.3cm}
Different from collaborative recommendation, content-based recommendation explores the similarity between the source and target, which is leveraged by semantic knowledge bases in my work.
\begin{list2}
\item Advertising Keywords Recommendation on Short Web Pages \hfill {\bf Oct. 2009 - Sep. 2011}
\subitem - Paper accepted on \textsf{ACM TIST}
\item Semantic Visual Contextual Advertising \hfill {\bf Apr. 2011 - Oct. 2011}
\subitem - Paper submitted on \textsf{WWW 2012}
\end{list2}


{\bf Sponsored Search}

\vspace{-.3cm}
Research topics about advertiser-oriented service in sponsored search. These work were developed when I was a research intern in Microsoft Research Asia.
\begin{list2}
\item Bid Keyword Suggestion in Sponsored Search \hfill {\bf Jul. 2010 - Oct. 2011}
\subitem - Paper submitted on \textsf{WWW 2012}
\item Joint Optimization of Bid and Budget Allocation \hfill {\bf Nov. 2011 - Oct. 2011}
\subitem - Paper submitted on \textsf{WWW 2012}
\end{list2}


%{\bf Text Classification}
%
%\vspace{-.3cm}
%I started my research career with the topic of large scale text classification in the summer of 2009.
%\begin{list2}
%\item Online Contest: Large Scale Hierarchical Text Classification \hfill {\bf Jul. 2009 - Nov. 2009}
%\subitem - Final rank: 5, 1, 3 and 4th in four tasks of the contest
%\subitem - Short paper published on LSHTC website
%\end{list2}
\section{\sc Review Work}
I was once a subreviewer of WSDM 2011, WWW 2011, RecSys 2011, PAKDD 2011, WWW 2012, and ACM TIST.
\section{\sc Publications}
[1] \textsc{\textbf{Weinan Zhang}, Dingquan Wang, Gui-Rong Xue and Hongyuan Zha}. Advertising Keywords Recommendation for Short-text Web Pages using Wikipedia. To appear in ACM Transactions on Intelligent Systems and Technology, 2012, vol. 3, no. 2.

\vspace*{-2.5mm} [2] \textsc{Jiansong Chao, Haofen Wang, Wenlei Zhou, \textbf{Weinan Zhang} and Yong Yu}. TuneSensor: A Semantic-Driven Music Recommendation Service For Digital Photo Albums. In the Proceedings of PD Track of 16th International Semantic Web Conference. ISWC 2011. Oct. 23-27. Bonn, Germany.

\vspace*{-2.5mm} [3] \textsc{Qiuxia Lu, Diyi Yang, Tianqi Chen, \textbf{Weinan Zhang} and Yong Yu}. Informative Household Recommendation with Feature-based Matrix Factorization. In the CAMRa Workshop of 5th Recommender System Conference. RecSys 2011. Oct. 23-27. Chicago, USA.

\vspace*{-2.5mm} [4] \textsc{Tianqi Chen, Zhao Zheng, Qiuxia Lu, Xiao Jiang, Yuqiang Chen, \textbf{Weinan Zhang}, Kailong Chen, Yong Yu, Nathan N. Liu, Bin Cao, Luheng He and Qiang Yang}. Informative Ensemble of Multi-Resolution Dynamic Factorization Models. In the KDD-CUP'11 Workshop of 17th ACM SigKDD conference. Aug. 21-24 2011, San Diego, CA, USA.

\vspace*{-2.5mm} [5] \textsc{Wenlei Zhou, Haofen Wang, Jiansong Chao, \textbf{Weinan Zhang}, and Yong Yu}. LODDO: Using Linked Open Data Description Overlap to Measure Semantic Relatedness Between Named Entities. In the Proceedings of the Joint International Semantic Technology Conference (JIST 2011). Dec. 2-4, 2011. Hangzhou, China.

\vspace*{-2.5mm} [6] \textsc{Dingquan Wang, \textbf{Weinan Zhang}, Gui-Rong Xue, and Yong Yu}. Deep Classifier for Large Scale Hierarchical Text Classification. Short paper published at First Pascal Challenge on Large Scale Hierarchical Text classification, available at http://lshtc.iit.demokritos.gr/short\_papers.


\section{\sc Computer Skills}
\begin{list2}
\item Machine Learning Packages: LibSVM, RankSVM, WEKA, CLUTO.
\item Languages:  C/C++/C\#, Java, Python, Matlab, \LaTeX.
\item Operating Systems:  Windows, Unix/Linux.
\end{list2}



\end{resume}
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